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Embedded Model Predictive Control for an Electric Submersible Pump on a Programmable Logic Controller

机译:可编程控制器上的潜水电泵的嵌入式模型预测控制

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Electric Submersible Pumps (ESPs) can be installed in oil wells to create artificial lift, in order to increase recovery from the reservoir, and boost the production rate. A Model Predictive Controller (MPC) for an ESP, based on linearized models, is developed and designed using SEPTIC (Statoil's in-house software tool for MPC), and implemented on a Programmable Logic Controller (PLC). Automatic code generators have been utilized to generate an application-specific MPC controller in ANSI C code. Hardware-in-the-loop simulation results show that the control performance of the PLC implementation is comparable to the original SEPTIC controller.
机译:电动潜水泵(ESP)可以安装在油井中以产生人工举升,以增加从油藏中的采收率并提高生产率。 ESP的模型预测控制器(MPC)基于线性化模型,是使用SEPTIC(Statoil的内部MPC内部软件工具)开发和设计的,并在可编程逻辑控制器(PLC)上实现。自动代码生成器已被用于以ANSI C代码生成特定于应用程序的MPC控制器。硬件在环仿真结果表明,PLC实现的控制性能可与原始SEPTIC控制器相媲美。

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